Official Repo for ICLR 2022 Paper: Path Auxiliary Proposal for MCMC in Discrete Space

Please refer to Optimal Scaling for Locally Balanced Proposals in Discrete Spaces for

• The theortically otpimal acceptance rate for path auxiliary sampler.
• How to select the optimal path length for path auxiliary sampler.
• A more efficient implementation of path auxiliary sampler.